Exceed.ai

Exceeds AI is an AI-driven engineering analytics and coaching platform focused on AI adoption inside software teams. It’s built for engineering leaders, managers, and individual developers who want to understand how code assistants and other AI tools are being used, and what impact they have on productivity, code quality, and team performance.

The platform connects to your existing engineering stack—source control systems like GitHub and GitLab, work trackers like Jira and Linear, and collaboration tools such as Slack, Gmail, and Google Drive. Once connected, it analyzes code and workflows directly (not just metadata) to create live profiles of each engineer’s AI usage and skills, along with organization-wide dashboards and leaderboards. You access Exceeds through a web app, with additional value in executive-ready impact reports you can share with other leaders.

Exceeds AI is strongest as a measurement and insight layer: it shows where AI is accelerating delivery, where it’s introducing rework or friction, and which teams or individuals are getting the most from AI tools. It goes beyond static dashboards by automatically surfacing anomalies, patterns, and prioritized insights, and by offering tailored recommendations via an AI assistant that can answer questions like how to improve code quality based on recent commits.

From the available information, Exceeds acts more as an intelligent analytics and coaching system than a fully autonomous engineering agent—it surfaces issues and suggests next steps rather than directly changing code or workflows. Details about which AI models it uses, how data is stored, and specific privacy/compliance guarantees are not provided on the public page. Pricing is also not disclosed. It’s best suited for organizations with established engineering processes and meaningful AI-assisted development already in place; it’s not a coding copilot, task tracker, or incident management tool, and won’t replace those systems.